Distance estimation from audio plays a crucial role in various applications, such as acoustic scene analysis, sound source localization, and room modeling. Most studies predominantly …
The research conducted within the audio signal processing field is increasingly focusing on environmental sound classification. This paper presents a low-complexity Fully …
SM Kim, YS Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Traditional sensor-based methods that detect machine malfunctions in industrial environments are often costly and complex; sound-based anomaly detection offers a simpler …
Y Xiao, RK Das - arXiv preprint arXiv:2407.03656, 2024 - arxiv.org
This work aims to advance sound event detection (SED) research by presenting a new large language model (LLM)-powered dataset namely wild domestic environment sound event …
C Chun, HJ Park, MB Seo - Applied Sciences, 2024 - mdpi.com
In this paper, we propose a method for estimating the classes and directions of static audio objects using stereo microphones in a drone environment. Drones are being increasingly …
Sound anomaly detection is a task that aims at identifying unusual or abnormal sounds within audio data. These sounds could be caused by different factors, such as background …
SV Shanmukha, K Deepak - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
This study investigates the improvement in recognizing and categorizing acoustic events in complex audio environments through a combination of convolutional neural networks …
M Neri - Science Talks, 2024 - sciencetalks-journal.com
In recent years, video data has been extensively used for surveillance purposes. Anyway, if a fight can be recognized by everyone, abnormal sounds could pass unnoticed. Moreover, if …
D Singh - 2023 International Conference on Data Science and …, 2023 - ieeexplore.ieee.org
Energy efficiency and network lifetime maximization-based event detection are still major challenges in wireless sensor networks-Internet of Things (IoT). However, current efforts …